Pandas

Python DataFrame library, built on top of NumPy and used by many other projects.

Logo

../_images/pandas-dev_pandas-small.png

Website

https://pandas.pydata.org

Repository

https://github.com/pandas-dev/pandas

Byline

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more.

License

BSD 3-clause

Project age

11 years 10 months

Backers

Chan Zuckerberg Initiative (Grant), NumFocus (Grant 2019), Quansight (Commercial support)

Size score (1 to 10, higher is better)

7.5

Trend score (1 to 10, higher is better)

7.25

Education Resources

URL

Resource Type

Description

https://pandas.pydata.org/docs/user_guide/index.html#user-guide

Documentation

This User Guide covers all of pandas by topic area. Each of the subsections introduces a topic (such as “working with missing data”), and discusses how pandas approaches the problem, with many examples throughout.

https://github.com/jvns/pandas-cookbook

Documentation

This is a pandas cookbook created in 2015 by Julian Evans, which was updated in 2020.

Git Commit Statistics

Statistics computed using Git data through May 31, 2021.

Statistic

Lifetime

Last 12 Months

Commits

73,320

48,042

Lines committed

11,101,563

6,386,698

Unique committers

2,656

503

Core committers

21

17

../_images/pandas-dev_pandas-monthly-commits.png

Similar Projects

Project

Size Score

Trend Score

Byline

Flashlight

5.5

7.5

A C++ standalone library for machine learning

JAX

5.5

9.0

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

Modin

4.5

6.25

Speed up your Pandas workflows by changing a single line of code

NumPy

8.75

6.5

The fundamental package for scientific computing with Python.

cuDF

7.5

6.75

GPU dataframe library